Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 27936 |
| Missing cells | 31205 |
| Missing cells (%) | 4.9% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 4.9 MiB |
| Average record size in memory | 184.0 B |
Variable types
| DateTime | 3 |
|---|---|
| Numeric | 13 |
| Text | 4 |
| Categorical | 3 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
language is highly imbalanced (58.2%) | Imbalance |
minWind has 9959 (35.6%) missing values | Missing |
maxWind has 9959 (35.6%) missing values | Missing |
wind has 11233 (40.2%) missing values | Missing |
minTemperature has 713 (2.6%) zeros | Zeros |
precipitation has 26081 (93.4%) zeros | Zeros |
minWind has 7112 (25.5%) zeros | Zeros |
tot_curr_cell has 7644 (27.4%) zeros | Zeros |
NR_SITES has 7511 (26.9%) zeros | Zeros |
curr_site has 7644 (27.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-21 13:58:48.186296 |
|---|---|
| Analysis finished | 2024-09-21 13:59:49.888716 |
| Duration | 1 minute and 1.7 second |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
date
Date
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| Minimum | 2013-11-01 00:00:00 |
|---|---|
| Maximum | 2013-12-31 00:00:00 |
Histogram with fixed size bins (bins=50)
time
Date
| Distinct | 1416 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| Minimum | 2024-09-21 00:00:00 |
|---|---|
| Maximum | 2024-09-21 23:59:00 |
Histogram with fixed size bins (bins=50)
timestamp_x
Real number (ℝ)
| Distinct | 27911 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3864202 × 109 |
| Minimum | 1.3832605 × 109 |
|---|---|
| Maximum | 1.3885307 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 1.3832605 × 109 |
|---|---|
| 5-th percentile | 1.383785 × 109 |
| Q1 | 1.3852807 × 109 |
| median | 1.3865446 × 109 |
| Q3 | 1.3877466 × 109 |
| 95-th percentile | 1.3884158 × 109 |
| Maximum | 1.3885307 × 109 |
| Range | 5270191 |
| Interquartile range (IQR) | 2465898 |
Descriptive statistics
| Standard deviation | 1477254.7 |
|---|---|
| Coefficient of variation (CV) | 0.0010655173 |
| Kurtosis | -0.97034676 |
| Mean | 1.3864202 × 109 |
| Median Absolute Deviation (MAD) | 1248725.5 |
| Skewness | -0.35162516 |
| Sum | 3.8731036 × 1013 |
| Variance | 2.1822815 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1388353923 | 2 | < 0.1% |
| 1387109797 | 2 | < 0.1% |
| 1386360081 | 2 | < 0.1% |
| 1388267678 | 2 | < 0.1% |
| 1387741582 | 2 | < 0.1% |
| 1385837337 | 2 | < 0.1% |
| 1384818973 | 2 | < 0.1% |
| 1388516440 | 2 | < 0.1% |
| 1388506837 | 2 | < 0.1% |
| 1385573790 | 2 | < 0.1% |
| Other values (27901) | 27916 |
| Value | Count | Frequency (%) |
| 1383260474 | 1 | |
| 1383260656 | 1 | |
| 1383262717 | 1 | |
| 1383262983 | 1 | |
| 1383263027 | 1 | |
| 1383263117 | 1 | |
| 1383263140 | 1 | |
| 1383263624 | 1 | |
| 1383263968 | 1 | |
| 1383265510 | 1 |
| Value | Count | Frequency (%) |
| 1388530665 | 1 | |
| 1388530652 | 1 | |
| 1388530531 | 1 | |
| 1388530339 | 1 | |
| 1388530331 | 1 | |
| 1388530311 | 1 | |
| 1388530272 | 1 | |
| 1388530214 | 1 | |
| 1388530136 | 1 | |
| 1388530106 | 1 |
user
Text
| Distinct | 2599 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 279360 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1104 ? |
|---|---|
| Unique (%) | 4.0% |
Sample
| 1st row | 5fd4f31f75 |
|---|---|
| 2nd row | 68c0e98182 |
| 3rd row | abe21fc052 |
| 4th row | 94d1efbbfd |
| 5th row | d261d03075 |
| Value | Count | Frequency (%) |
| 513fde95e6 | 2655 | 9.5% |
| cd79302fa7 | 2442 | 8.7% |
| e61ce711d3 | 1724 | 6.2% |
| 8a3a60668f | 1039 | 3.7% |
| 9e27de3230 | 803 | 2.9% |
| 6a9b803f81 | 671 | 2.4% |
| 8b6e47b4dd | 506 | 1.8% |
| 40c932449b | 381 | 1.4% |
| 757a7a14c1 | 345 | 1.2% |
| bfcd7fc2b7 | 345 | 1.2% |
| Other values (2589) | 17025 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20785 | 7.4% |
| 7 | 20784 | 7.4% |
| 1 | 20739 | 7.4% |
| d | 20466 | 7.3% |
| 3 | 19998 | 7.2% |
| 6 | 19680 | 7.0% |
| 9 | 18190 | 6.5% |
| f | 17279 | 6.2% |
| a | 16700 | 6.0% |
| c | 16522 | 5.9% |
| Other values (6) | 88217 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 279360 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 20785 | 7.4% |
| 7 | 20784 | 7.4% |
| 1 | 20739 | 7.4% |
| d | 20466 | 7.3% |
| 3 | 19998 | 7.2% |
| 6 | 19680 | 7.0% |
| 9 | 18190 | 6.5% |
| f | 17279 | 6.2% |
| a | 16700 | 6.0% |
| c | 16522 | 5.9% |
| Other values (6) | 88217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 279360 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 20785 | 7.4% |
| 7 | 20784 | 7.4% |
| 1 | 20739 | 7.4% |
| d | 20466 | 7.3% |
| 3 | 19998 | 7.2% |
| 6 | 19680 | 7.0% |
| 9 | 18190 | 6.5% |
| f | 17279 | 6.2% |
| a | 16700 | 6.0% |
| c | 16522 | 5.9% |
| Other values (6) | 88217 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 279360 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 20785 | 7.4% |
| 7 | 20784 | 7.4% |
| 1 | 20739 | 7.4% |
| d | 20466 | 7.3% |
| 3 | 19998 | 7.2% |
| 6 | 19680 | 7.0% |
| 9 | 18190 | 6.5% |
| f | 17279 | 6.2% |
| a | 16700 | 6.0% |
| c | 16522 | 5.9% |
| Other values (6) | 88217 |
| Distinct | 159 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 21 |
| Mean length | 7.9234679 |
| Min length | 3 |
Characters and Unicode
| Total characters | 221350 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Trento |
|---|---|
| 2nd row | Pinzolo |
| 3rd row | Cavalese |
| 4th row | Rovereto |
| 5th row | San Michele all'Adige |
| Value | Count | Frequency (%) |
| trento | 8015 | |
| rovereto | 3019 | 9.0% |
| tuenno | 2817 | 8.4% |
| terme | 1445 | 4.3% |
| valsugana | 1184 | 3.5% |
| di | 1171 | 3.5% |
| sant'orsola | 1005 | 3.0% |
| tesero | 892 | 2.7% |
| fassa | 777 | 2.3% |
| pinzolo | 735 | 2.2% |
| Other values (172) | 12549 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 30766 | |
| e | 30027 | |
| n | 22627 | |
| r | 19045 | 8.6% |
| a | 17151 | 7.7% |
| T | 13513 | 6.1% |
| t | 12361 | 5.6% |
| i | 8196 | 3.7% |
| l | 7219 | 3.3% |
| s | 7098 | 3.2% |
| Other values (35) | 53347 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 221350 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 30766 | |
| e | 30027 | |
| n | 22627 | |
| r | 19045 | 8.6% |
| a | 17151 | 7.7% |
| T | 13513 | 6.1% |
| t | 12361 | 5.6% |
| i | 8196 | 3.7% |
| l | 7219 | 3.3% |
| s | 7098 | 3.2% |
| Other values (35) | 53347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 221350 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 30766 | |
| e | 30027 | |
| n | 22627 | |
| r | 19045 | 8.6% |
| a | 17151 | 7.7% |
| T | 13513 | 6.1% |
| t | 12361 | 5.6% |
| i | 8196 | 3.7% |
| l | 7219 | 3.3% |
| s | 7098 | 3.2% |
| Other values (35) | 53347 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 221350 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 30766 | |
| e | 30027 | |
| n | 22627 | |
| r | 19045 | 8.6% |
| a | 17151 | 7.7% |
| T | 13513 | 6.1% |
| t | 12361 | 5.6% |
| i | 8196 | 3.7% |
| l | 7219 | 3.3% |
| s | 7098 | 3.2% |
| Other values (35) | 53347 |
language
Categorical
IMBALANCE
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| it | |
|---|---|
| en | |
| es | 1126 |
| und | 1027 |
| pt | 845 |
| Other values (29) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0367626 |
| Min length | 2 |
Characters and Unicode
| Total characters | 56899 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | it |
|---|---|
| 2nd row | tl |
| 3rd row | en |
| 4th row | it |
| 5th row | ru |
Common Values
| Value | Count | Frequency (%) |
| it | 17907 | |
| en | 4025 | 14.4% |
| es | 1126 | 4.0% |
| und | 1027 | 3.7% |
| pt | 845 | 3.0% |
| in | 391 | 1.4% |
| tr | 285 | 1.0% |
| tl | 279 | 1.0% |
| sk | 240 | 0.9% |
| de | 230 | 0.8% |
| Other values (24) | 1581 | 5.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| it | 17907 | |
| en | 4025 | 14.4% |
| es | 1126 | 4.0% |
| und | 1027 | 3.7% |
| pt | 845 | 3.0% |
| in | 391 | 1.4% |
| tr | 285 | 1.0% |
| tl | 279 | 1.0% |
| sk | 240 | 0.9% |
| de | 230 | 0.8% |
| Other values (24) | 1581 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 19593 | |
| i | 18464 | |
| n | 5576 | 9.8% |
| e | 5538 | 9.7% |
| s | 1510 | 2.7% |
| d | 1330 | 2.3% |
| u | 1276 | 2.2% |
| p | 898 | 1.6% |
| r | 718 | 1.3% |
| l | 713 | 1.3% |
| Other values (11) | 1283 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 56899 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 19593 | |
| i | 18464 | |
| n | 5576 | 9.8% |
| e | 5538 | 9.7% |
| s | 1510 | 2.7% |
| d | 1330 | 2.3% |
| u | 1276 | 2.2% |
| p | 898 | 1.6% |
| r | 718 | 1.3% |
| l | 713 | 1.3% |
| Other values (11) | 1283 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 56899 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 19593 | |
| i | 18464 | |
| n | 5576 | 9.8% |
| e | 5538 | 9.7% |
| s | 1510 | 2.7% |
| d | 1330 | 2.3% |
| u | 1276 | 2.2% |
| p | 898 | 1.6% |
| r | 718 | 1.3% |
| l | 713 | 1.3% |
| Other values (11) | 1283 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 56899 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 19593 | |
| i | 18464 | |
| n | 5576 | 9.8% |
| e | 5538 | 9.7% |
| s | 1510 | 2.7% |
| d | 1330 | 2.3% |
| u | 1276 | 2.2% |
| p | 898 | 1.6% |
| r | 718 | 1.3% |
| l | 713 | 1.3% |
| Other values (11) | 1283 | 2.3% |
hour_blocks
Date
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| Minimum | 2024-09-21 00:00:00 |
|---|---|
| Maximum | 2024-09-21 23:50:00 |
Histogram with fixed size bins (bins=50)
geometry
Text
| Distinct | 980 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.793063 |
| Min length | 15 |
Characters and Unicode
| Total characters | 525003 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 270 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | POINT (11.13 46.07) |
|---|---|
| 2nd row | POINT (10.83 46.23) |
| 3rd row | POINT (11.46 46.29) |
| 4th row | POINT (11.04 45.89) |
| 5th row | POINT (11.12 46.2) |
| Value | Count | Frequency (%) |
| point | 27936 | |
| 11.12 | 3419 | 4.1% |
| 46.07 | 3009 | 3.6% |
| 11.02 | 2995 | 3.6% |
| 46.33 | 2873 | 3.4% |
| 46.06 | 2295 | 2.7% |
| 11.13 | 2268 | 2.7% |
| 11.03 | 1693 | 2.0% |
| 46.29 | 1558 | 1.9% |
| 46.05 | 1447 | 1.7% |
| Other values (177) | 34315 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 73207 | |
| 55872 | ||
| . | 55598 | |
| 4 | 37128 | 7.1% |
| 6 | 31433 | 6.0% |
| P | 27936 | 5.3% |
| I | 27936 | 5.3% |
| N | 27936 | 5.3% |
| T | 27936 | 5.3% |
| ( | 27936 | 5.3% |
| Other values (9) | 132085 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 525003 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 73207 | |
| 55872 | ||
| . | 55598 | |
| 4 | 37128 | 7.1% |
| 6 | 31433 | 6.0% |
| P | 27936 | 5.3% |
| I | 27936 | 5.3% |
| N | 27936 | 5.3% |
| T | 27936 | 5.3% |
| ( | 27936 | 5.3% |
| Other values (9) | 132085 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 525003 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 73207 | |
| 55872 | ||
| . | 55598 | |
| 4 | 37128 | 7.1% |
| 6 | 31433 | 6.0% |
| P | 27936 | 5.3% |
| I | 27936 | 5.3% |
| N | 27936 | 5.3% |
| T | 27936 | 5.3% |
| ( | 27936 | 5.3% |
| Other values (9) | 132085 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 525003 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 73207 | |
| 55872 | ||
| . | 55598 | |
| 4 | 37128 | 7.1% |
| 6 | 31433 | 6.0% |
| P | 27936 | 5.3% |
| I | 27936 | 5.3% |
| N | 27936 | 5.3% |
| T | 27936 | 5.3% |
| ( | 27936 | 5.3% |
| Other values (9) | 132085 |
station
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| T0129 | |
|---|---|
| T0397 | |
| T0147 | |
| T0367 | |
| T0139 | |
| Other values (26) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 139680 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | T0129 |
|---|---|
| 2nd row | T0071 |
| 3rd row | T0367 |
| 4th row | T0147 |
| 5th row | T0408 |
Common Values
| Value | Count | Frequency (%) |
| T0129 | 6679 | |
| T0397 | 3508 | |
| T0147 | 3238 | |
| T0367 | 1754 | 6.3% |
| T0139 | 1414 | 5.1% |
| T0096 | 1255 | 4.5% |
| T0135 | 1139 | 4.1% |
| T0409 | 1057 | 3.8% |
| T0071 | 949 | 3.4% |
| T0437 | 852 | 3.0% |
| Other values (21) | 6091 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| t0129 | 6679 | |
| t0397 | 3508 | |
| t0147 | 3238 | |
| t0367 | 1754 | 6.3% |
| t0139 | 1414 | 5.1% |
| t0096 | 1255 | 4.5% |
| t0135 | 1139 | 4.1% |
| t0409 | 1057 | 3.8% |
| t0071 | 949 | 3.4% |
| t0437 | 852 | 3.0% |
| Other values (21) | 6091 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32907 | |
| T | 27936 | |
| 9 | 16329 | |
| 1 | 16272 | |
| 3 | 11235 | 8.0% |
| 7 | 10914 | 7.8% |
| 2 | 8398 | 6.0% |
| 4 | 7417 | 5.3% |
| 6 | 4677 | 3.3% |
| 5 | 1883 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32907 | |
| T | 27936 | |
| 9 | 16329 | |
| 1 | 16272 | |
| 3 | 11235 | 8.0% |
| 7 | 10914 | 7.8% |
| 2 | 8398 | 6.0% |
| 4 | 7417 | 5.3% |
| 6 | 4677 | 3.3% |
| 5 | 1883 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32907 | |
| T | 27936 | |
| 9 | 16329 | |
| 1 | 16272 | |
| 3 | 11235 | 8.0% |
| 7 | 10914 | 7.8% |
| 2 | 8398 | 6.0% |
| 4 | 7417 | 5.3% |
| 6 | 4677 | 3.3% |
| 5 | 1883 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32907 | |
| T | 27936 | |
| 9 | 16329 | |
| 1 | 16272 | |
| 3 | 11235 | 8.0% |
| 7 | 10914 | 7.8% |
| 2 | 8398 | 6.0% |
| 4 | 7417 | 5.3% |
| 6 | 4677 | 3.3% |
| 5 | 1883 | 1.3% |
elevation
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 589.57861 |
| Minimum | 85 |
|---|---|
| Maximum | 1470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 85 |
|---|---|
| 5-th percentile | 194 |
| Q1 | 312 |
| median | 458 |
| Q3 | 925 |
| 95-th percentile | 1205 |
| Maximum | 1470 |
| Range | 1385 |
| Interquartile range (IQR) | 613 |
Descriptive statistics
| Standard deviation | 363.14073 |
|---|---|
| Coefficient of variation (CV) | 0.61593267 |
| Kurtosis | -0.57305551 |
| Mean | 589.57861 |
| Median Absolute Deviation (MAD) | 255 |
| Skewness | 0.68048339 |
| Sum | 16470468 |
| Variance | 131871.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 312 | 6679 | |
| 655 | 3508 | |
| 203 | 3238 | |
| 958 | 2372 | 8.5% |
| 925 | 1414 | 5.1% |
| 1205 | 1255 | 4.5% |
| 194 | 1139 | 4.1% |
| 458 | 1057 | 3.8% |
| 905 | 949 | 3.4% |
| 1465 | 852 | 3.0% |
| Other values (20) | 5473 |
| Value | Count | Frequency (%) |
| 85 | 6 | < 0.1% |
| 170 | 14 | 0.1% |
| 182 | 329 | 1.2% |
| 194 | 1139 | 4.1% |
| 201 | 454 | 1.6% |
| 203 | 3238 | |
| 204 | 478 | 1.7% |
| 252 | 158 | 0.6% |
| 282 | 86 | 0.3% |
| 312 | 6679 |
| Value | Count | Frequency (%) |
| 1470 | 343 | 1.2% |
| 1465 | 852 | 3.0% |
| 1205 | 1255 | |
| 1155 | 108 | 0.4% |
| 1121 | 167 | 0.6% |
| 1055 | 7 | < 0.1% |
| 1045 | 114 | 0.4% |
| 1000 | 511 | 1.8% |
| 958 | 2372 | |
| 925 | 1414 |
timestamp_y
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3863678 × 109 |
| Minimum | 1.3832604 × 109 |
|---|---|
| Maximum | 1.3884444 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 1.3832604 × 109 |
|---|---|
| 5-th percentile | 1.3837788 × 109 |
| Q1 | 1.3852476 × 109 |
| median | 1.3865436 × 109 |
| Q3 | 1.3876668 × 109 |
| 95-th percentile | 1.388358 × 109 |
| Maximum | 1.3884444 × 109 |
| Range | 5184000 |
| Interquartile range (IQR) | 2419200 |
Descriptive statistics
| Standard deviation | 1476622.1 |
|---|---|
| Coefficient of variation (CV) | 0.0010651013 |
| Kurtosis | -0.97145184 |
| Mean | 1.3863678 × 109 |
| Median Absolute Deviation (MAD) | 1209600 |
| Skewness | -0.35046627 |
| Sum | 3.872957 × 1013 |
| Variance | 2.1804128 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1388271600 | 1044 | 3.7% |
| 1388358000 | 968 | 3.5% |
| 1388444400 | 961 | 3.4% |
| 1388185200 | 885 | 3.2% |
| 1388098800 | 744 | 2.7% |
| 1388012400 | 720 | 2.6% |
| 1387062000 | 715 | 2.6% |
| 1386457200 | 690 | 2.5% |
| 1387839600 | 640 | 2.3% |
| 1386889200 | 626 | 2.2% |
| Other values (51) | 19943 |
| Value | Count | Frequency (%) |
| 1383260400 | 276 | |
| 1383346800 | 209 | |
| 1383433200 | 203 | |
| 1383519600 | 180 | |
| 1383606000 | 285 | |
| 1383692400 | 206 | |
| 1383778800 | 229 | |
| 1383865200 | 312 | |
| 1383951600 | 408 | |
| 1384038000 | 363 |
| Value | Count | Frequency (%) |
| 1388444400 | 961 | |
| 1388358000 | 968 | |
| 1388271600 | 1044 | |
| 1388185200 | 885 | |
| 1388098800 | 744 | |
| 1388012400 | 720 | |
| 1387926000 | 602 | |
| 1387839600 | 640 | |
| 1387753200 | 375 | 1.3% |
| 1387666800 | 534 |
minTemperature
Real number (ℝ)
ZEROS
| Distinct | 200 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35509021 |
| Minimum | -12.4 |
|---|---|
| Maximum | 12.7 |
| Zeros | 713 |
| Zeros (%) | 2.6% |
| Negative | 12939 |
| Negative (%) | 46.3% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | -12.4 |
|---|---|
| 5-th percentile | -5.7 |
| Q1 | -2.4 |
| median | 0.1 |
| Q3 | 2.8 |
| 95-th percentile | 7.7 |
| Maximum | 12.7 |
| Range | 25.1 |
| Interquartile range (IQR) | 5.2 |
Descriptive statistics
| Standard deviation | 4.1450395 |
|---|---|
| Coefficient of variation (CV) | 11.673201 |
| Kurtosis | 0.14127055 |
| Mean | 0.35509021 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 0.27398066 |
| Sum | 9919.8 |
| Variance | 17.181352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 713 | 2.6% |
| -1 | 607 | 2.2% |
| 0.1 | 567 | 2.0% |
| 0.9 | 536 | 1.9% |
| -1.6 | 491 | 1.8% |
| 2.4 | 470 | 1.7% |
| 3.2 | 452 | 1.6% |
| 0.8 | 424 | 1.5% |
| 1 | 421 | 1.5% |
| 0.6 | 420 | 1.5% |
| Other values (190) | 22835 |
| Value | Count | Frequency (%) |
| -12.4 | 9 | < 0.1% |
| -11.9 | 2 | < 0.1% |
| -11.8 | 14 | 0.1% |
| -11.4 | 2 | < 0.1% |
| -10.5 | 2 | < 0.1% |
| -10.2 | 52 | 0.2% |
| -10 | 149 | |
| -9.9 | 84 | |
| -9.6 | 10 | < 0.1% |
| -9.4 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.7 | 4 | < 0.1% |
| 12.2 | 52 | 0.2% |
| 11.7 | 106 | |
| 11.5 | 32 | 0.1% |
| 11.4 | 154 | |
| 11.1 | 16 | 0.1% |
| 11 | 16 | 0.1% |
| 10.9 | 13 | < 0.1% |
| 10.6 | 53 | 0.2% |
| 10.5 | 19 | 0.1% |
maxTemperature
Real number (ℝ)
| Distinct | 194 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5115156 |
| Minimum | -5 |
|---|---|
| Maximum | 19.3 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 579 |
| Negative (%) | 2.1% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 4.9 |
| median | 7.5 |
| Q3 | 9.9 |
| 95-th percentile | 14.4 |
| Maximum | 19.3 |
| Range | 24.3 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.8644016 |
|---|---|
| Coefficient of variation (CV) | 0.51446363 |
| Kurtosis | 0.17027637 |
| Mean | 7.5115156 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.041969422 |
| Sum | 209841.7 |
| Variance | 14.9336 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 603 | 2.2% |
| 8.4 | 584 | 2.1% |
| 7.4 | 544 | 1.9% |
| 9 | 493 | 1.8% |
| 9.8 | 467 | 1.7% |
| 9.7 | 450 | 1.6% |
| 6.9 | 449 | 1.6% |
| 9.4 | 428 | 1.5% |
| 5 | 428 | 1.5% |
| 4.9 | 425 | 1.5% |
| Other values (184) | 23065 |
| Value | Count | Frequency (%) |
| -5 | 103 | |
| -3.7 | 14 | 0.1% |
| -3 | 1 | < 0.1% |
| -2.4 | 84 | |
| -1.8 | 85 | |
| -1.5 | 5 | < 0.1% |
| -1.4 | 74 | |
| -1.3 | 2 | < 0.1% |
| -1.2 | 2 | < 0.1% |
| -1.1 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.3 | 8 | < 0.1% |
| 18.9 | 33 | |
| 18.8 | 3 | < 0.1% |
| 18.5 | 6 | < 0.1% |
| 18.4 | 13 | < 0.1% |
| 18.1 | 62 | |
| 18 | 5 | < 0.1% |
| 17.7 | 11 | < 0.1% |
| 17.6 | 65 | |
| 17.5 | 16 | 0.1% |
precipitation
Real number (ℝ)
ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.035830736 |
| Minimum | 0 |
|---|---|
| Maximum | 5.4 |
| Zeros | 26081 |
| Zeros (%) | 93.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.2 |
| Maximum | 5.4 |
| Range | 5.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1821874 |
|---|---|
| Coefficient of variation (CV) | 5.0846681 |
| Kurtosis | 85.899114 |
| Mean | 0.035830736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.742462 |
| Sum | 1000 |
| Variance | 0.033192248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 26081 | |
| 0.2 | 826 | 3.0% |
| 0.4 | 302 | 1.1% |
| 0.8 | 202 | 0.7% |
| 0.6 | 167 | 0.6% |
| 1 | 124 | 0.4% |
| 1.2 | 67 | 0.2% |
| 1.4 | 52 | 0.2% |
| 1.6 | 26 | 0.1% |
| 2.2 | 19 | 0.1% |
| Other values (7) | 43 | 0.2% |
| (Missing) | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 26081 | |
| 0.2 | 826 | 3.0% |
| 0.4 | 302 | 1.1% |
| 0.6 | 167 | 0.6% |
| 0.8 | 202 | 0.7% |
| 1 | 124 | 0.4% |
| 1.2 | 67 | 0.2% |
| 1.4 | 52 | 0.2% |
| 1.6 | 26 | 0.1% |
| 1.8 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 5.4 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.4 | 6 | < 0.1% |
| 2.2 | 19 | 0.1% |
| 2 | 18 | 0.1% |
| 1.8 | 15 | 0.1% |
| 1.6 | 26 | |
| 1.4 | 52 |
minWind
Real number (ℝ)
MISSING ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 9959 |
| Missing (%) | 35.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20118485 |
| Minimum | 0 |
|---|---|
| Maximum | 3.2 |
| Zeros | 7112 |
| Zeros (%) | 25.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1 |
| Q3 | 0.3 |
| 95-th percentile | 0.7 |
| Maximum | 3.2 |
| Range | 3.2 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.30579305 |
|---|---|
| Coefficient of variation (CV) | 1.5199606 |
| Kurtosis | 18.172475 |
| Mean | 0.20118485 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 3.4155132 |
| Sum | 3616.7 |
| Variance | 0.093509388 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0 | 7112 | |
| 0.1 | 3183 | 11.4% |
| 0.2 | 2702 | 9.7% |
| 0.3 | 1872 | 6.7% |
| 0.5 | 862 | 3.1% |
| 0.4 | 720 | 2.6% |
| 0.6 | 494 | 1.8% |
| 0.8 | 243 | 0.9% |
| 0.7 | 170 | 0.6% |
| 1.2 | 166 | 0.6% |
| Other values (13) | 453 | 1.6% |
| (Missing) | 9959 |
| Value | Count | Frequency (%) |
| 0 | 7112 | |
| 0.1 | 3183 | |
| 0.2 | 2702 | 9.7% |
| 0.3 | 1872 | 6.7% |
| 0.4 | 720 | 2.6% |
| 0.5 | 862 | 3.1% |
| 0.6 | 494 | 1.8% |
| 0.7 | 170 | 0.6% |
| 0.8 | 243 | 0.9% |
| 0.9 | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 3.2 | 9 | < 0.1% |
| 3.1 | 5 | < 0.1% |
| 3 | 7 | < 0.1% |
| 2.7 | 1 | < 0.1% |
| 2.6 | 12 | < 0.1% |
| 1.8 | 9 | < 0.1% |
| 1.7 | 153 | |
| 1.6 | 56 | 0.2% |
| 1.4 | 4 | < 0.1% |
| 1.3 | 7 | < 0.1% |
maxWind
Real number (ℝ)
MISSING
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 9959 |
| Missing (%) | 35.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0127719 |
| Minimum | 0 |
|---|---|
| Maximum | 13.6 |
| Zeros | 47 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.9 |
| median | 2.7 |
| Q3 | 3.6 |
| 95-th percentile | 6 |
| Maximum | 13.6 |
| Range | 13.6 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.7751506 |
|---|---|
| Coefficient of variation (CV) | 0.58920844 |
| Kurtosis | 6.1910415 |
| Mean | 3.0127719 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.0000647 |
| Sum | 54160.6 |
| Variance | 3.1511597 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.8 | 1667 | 6.0% |
| 2.5 | 961 | 3.4% |
| 2.1 | 721 | 2.6% |
| 2.6 | 696 | 2.5% |
| 2.7 | 690 | 2.5% |
| 2.4 | 664 | 2.4% |
| 1.6 | 549 | 2.0% |
| 3.9 | 510 | 1.8% |
| 1.3 | 504 | 1.8% |
| 1.7 | 493 | 1.8% |
| Other values (78) | 10522 | |
| (Missing) | 9959 |
| Value | Count | Frequency (%) |
| 0 | 47 | 0.2% |
| 0.1 | 4 | < 0.1% |
| 0.2 | 83 | 0.3% |
| 0.3 | 57 | 0.2% |
| 0.4 | 49 | 0.2% |
| 0.5 | 89 | |
| 0.6 | 83 | 0.3% |
| 0.7 | 112 | |
| 0.8 | 48 | 0.2% |
| 0.9 | 213 |
| Value | Count | Frequency (%) |
| 13.6 | 55 | 0.2% |
| 11.8 | 9 | < 0.1% |
| 11.1 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9.9 | 100 | |
| 9.4 | 19 | 0.1% |
| 9.2 | 10 | < 0.1% |
| 9 | 97 | |
| 8.7 | 109 | |
| 8.4 | 183 |
geometry_y
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.4 KiB |
| POINT (11.13565308 46.07185136) | |
|---|---|
| POINT (11.0399028 46.36116748) | |
| POINT (11.04378514 45.89643672) | |
| POINT (11.45171306 46.28478205) | |
| POINT (11.30223033 46.10709297) | |
| Other values (26) |
Length
| Max length | 31 |
|---|---|
| Median length | 31 |
| Mean length | 30.789841 |
| Min length | 30 |
Characters and Unicode
| Total characters | 860145 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | POINT (11.13565308 46.07185136) |
|---|---|
| 2nd row | POINT (10.79582897 46.31340453) |
| 3rd row | POINT (11.45171306 46.28478205) |
| 4th row | POINT (11.04378514 45.89643672) |
| 5th row | POINT (11.10461227 46.18722699) |
Common Values
| Value | Count | Frequency (%) |
| POINT (11.13565308 46.07185136) | 6679 | |
| POINT (11.0399028 46.36116748) | 3508 | |
| POINT (11.04378514 45.89643672) | 3238 | |
| POINT (11.45171306 46.28478205) | 1754 | 6.3% |
| POINT (11.30223033 46.10709297) | 1414 | 5.1% |
| POINT (11.6645808 46.38363633) | 1255 | 4.5% |
| POINT (11.10130522 46.09564639) | 1139 | 4.1% |
| POINT (11.24035332 46.05251107) | 1057 | 3.8% |
| POINT (10.79582897 46.31340453) | 949 | 3.4% |
| POINT (11.76685208 46.47831772) | 852 | 3.0% |
| Other values (21) | 6091 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| point | 27936 | |
| 46.07185136 | 6679 | 8.0% |
| 11.13565308 | 6679 | 8.0% |
| 11.0399028 | 3508 | 4.2% |
| 46.36116748 | 3508 | 4.2% |
| 11.04378514 | 3238 | 3.9% |
| 45.89643672 | 3238 | 3.9% |
| 11.45171306 | 1754 | 2.1% |
| 46.28478205 | 1754 | 2.1% |
| 11.30223033 | 1414 | 1.7% |
| Other values (53) | 24100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 106173 | |
| 6 | 71479 | 8.3% |
| 3 | 63284 | 7.4% |
| 4 | 57322 | 6.7% |
| 55872 | 6.5% | |
| . | 55872 | 6.5% |
| 0 | 53050 | 6.2% |
| 5 | 49494 | 5.8% |
| 8 | 45849 | 5.3% |
| 7 | 44990 | 5.2% |
| Other values (9) | 256760 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 860145 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 106173 | |
| 6 | 71479 | 8.3% |
| 3 | 63284 | 7.4% |
| 4 | 57322 | 6.7% |
| 55872 | 6.5% | |
| . | 55872 | 6.5% |
| 0 | 53050 | 6.2% |
| 5 | 49494 | 5.8% |
| 8 | 45849 | 5.3% |
| 7 | 44990 | 5.2% |
| Other values (9) | 256760 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 860145 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 106173 | |
| 6 | 71479 | 8.3% |
| 3 | 63284 | 7.4% |
| 4 | 57322 | 6.7% |
| 55872 | 6.5% | |
| . | 55872 | 6.5% |
| 0 | 53050 | 6.2% |
| 5 | 49494 | 5.8% |
| 8 | 45849 | 5.3% |
| 7 | 44990 | 5.2% |
| Other values (9) | 256760 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 860145 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 106173 | |
| 6 | 71479 | 8.3% |
| 3 | 63284 | 7.4% |
| 4 | 57322 | 6.7% |
| 55872 | 6.5% | |
| . | 55872 | 6.5% |
| 0 | 53050 | 6.2% |
| 5 | 49494 | 5.8% |
| 8 | 45849 | 5.3% |
| 7 | 44990 | 5.2% |
| Other values (9) | 256760 |
temperature
Real number (ℝ)
| Distinct | 283 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6009853 |
| Minimum | -11.9 |
|---|---|
| Maximum | 19.3 |
| Zeros | 198 |
| Zeros (%) | 0.7% |
| Negative | 5347 |
| Negative (%) | 19.1% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | -11.9 |
|---|---|
| 5-th percentile | -3.1 |
| Q1 | 0.5 |
| median | 3.5 |
| Q3 | 6.6 |
| 95-th percentile | 10.8 |
| Maximum | 19.3 |
| Range | 31.2 |
| Interquartile range (IQR) | 6.1 |
Descriptive statistics
| Standard deviation | 4.319381 |
|---|---|
| Coefficient of variation (CV) | 1.1994997 |
| Kurtosis | -0.077553691 |
| Mean | 3.6009853 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.084567964 |
| Sum | 100499.9 |
| Variance | 18.657052 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.2 | 377 | 1.3% |
| 3.7 | 335 | 1.2% |
| 0.3 | 333 | 1.2% |
| 0.8 | 316 | 1.1% |
| 1.3 | 309 | 1.1% |
| 0.4 | 304 | 1.1% |
| 0.1 | 301 | 1.1% |
| 5.2 | 297 | 1.1% |
| 1.1 | 289 | 1.0% |
| 2.7 | 283 | 1.0% |
| Other values (273) | 24765 |
| Value | Count | Frequency (%) |
| -11.9 | 1 | < 0.1% |
| -11.6 | 1 | < 0.1% |
| -11.5 | 1 | < 0.1% |
| -11.1 | 1 | < 0.1% |
| -11 | 3 | |
| -10.9 | 5 | |
| -10.7 | 1 | < 0.1% |
| -10.2 | 1 | < 0.1% |
| -10.1 | 6 | |
| -10 | 3 |
| Value | Count | Frequency (%) |
| 19.3 | 1 | < 0.1% |
| 18.8 | 1 | < 0.1% |
| 18.1 | 1 | < 0.1% |
| 17.9 | 1 | < 0.1% |
| 17.7 | 1 | < 0.1% |
| 17.6 | 3 | |
| 17.4 | 1 | < 0.1% |
| 17.2 | 1 | < 0.1% |
| 17.1 | 5 | |
| 17 | 2 | < 0.1% |
wind
Text
MISSING
| Distinct | 5279 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 11233 |
| Missing (%) | 40.2% |
| Memory size | 218.4 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.3688559 |
| Min length | 3 |
Characters and Unicode
| Total characters | 106379 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2075 ? |
|---|---|
| Unique (%) | 12.4% |
Sample
| 1st row | 1@47 |
|---|---|
| 2nd row | 0.1@205 |
| 3rd row | 0.6@7 |
| 4th row | 0.7@72 |
| 5th row | 1.1@13 |
| Value | Count | Frequency (%) |
| 1.7@291 | 86 | 0.5% |
| 0.1@102 | 63 | 0.4% |
| 0.3@86 | 60 | 0.4% |
| 0.6@298 | 51 | 0.3% |
| 1.2@71 | 51 | 0.3% |
| 2.4@87 | 49 | 0.3% |
| 1@206 | 42 | 0.3% |
| 1.5@117 | 42 | 0.3% |
| 0.9@213 | 41 | 0.2% |
| 0@303 | 40 | 0.2% |
| Other values (5269) | 16178 |
Most occurring characters
| Value | Count | Frequency (%) |
| @ | 16703 | |
| 1 | 14806 | |
| . | 14502 | |
| 0 | 10982 | |
| 2 | 10601 | |
| 3 | 10456 | |
| 4 | 5243 | 4.9% |
| 5 | 5096 | 4.8% |
| 7 | 4768 | 4.5% |
| 6 | 4565 | 4.3% |
| Other values (2) | 8657 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 106379 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| @ | 16703 | |
| 1 | 14806 | |
| . | 14502 | |
| 0 | 10982 | |
| 2 | 10601 | |
| 3 | 10456 | |
| 4 | 5243 | 4.9% |
| 5 | 5096 | 4.8% |
| 7 | 4768 | 4.5% |
| 6 | 4565 | 4.3% |
| Other values (2) | 8657 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 106379 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| @ | 16703 | |
| 1 | 14806 | |
| . | 14502 | |
| 0 | 10982 | |
| 2 | 10601 | |
| 3 | 10456 | |
| 4 | 5243 | 4.9% |
| 5 | 5096 | 4.8% |
| 7 | 4768 | 4.5% |
| 6 | 4565 | 4.3% |
| Other values (2) | 8657 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 106379 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| @ | 16703 | |
| 1 | 14806 | |
| . | 14502 | |
| 0 | 10982 | |
| 2 | 10601 | |
| 3 | 10456 | |
| 4 | 5243 | 4.9% |
| 5 | 5096 | 4.8% |
| 7 | 4768 | 4.5% |
| 6 | 4565 | 4.3% |
| Other values (2) | 8657 |
cellId
Real number (ℝ)
| Distinct | 870 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6275.3206 |
| Minimum | 984 |
|---|---|
| Maximum | 10985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 984 |
|---|---|
| 5-th percentile | 2855 |
| Q1 | 5083 |
| median | 5550 |
| Q3 | 8159 |
| 95-th percentile | 9998 |
| Maximum | 10985 |
| Range | 10001 |
| Interquartile range (IQR) | 3076 |
Descriptive statistics
| Standard deviation | 2158.8398 |
|---|---|
| Coefficient of variation (CV) | 0.34402064 |
| Kurtosis | -0.88586668 |
| Mean | 6275.3206 |
| Median Absolute Deviation (MAD) | 1499 |
| Skewness | 0.24691736 |
| Sum | 1.7530736 × 108 |
| Variance | 4660589.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8585 | 2802 | 10.0% |
| 5200 | 1473 | 5.3% |
| 5083 | 1136 | 4.1% |
| 5799 | 871 | 3.1% |
| 2971 | 844 | 3.0% |
| 5084 | 806 | 2.9% |
| 8153 | 748 | 2.7% |
| 2854 | 633 | 2.3% |
| 5203 | 591 | 2.1% |
| 4655 | 577 | 2.1% |
| Other values (860) | 17455 |
| Value | Count | Frequency (%) |
| 984 | 3 | |
| 1227 | 2 | |
| 1341 | 1 | < 0.1% |
| 1343 | 2 | |
| 1457 | 3 | |
| 1573 | 3 | |
| 2044 | 3 | |
| 2267 | 1 | < 0.1% |
| 2268 | 3 | |
| 2269 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10985 | 5 | < 0.1% |
| 10983 | 1 | < 0.1% |
| 10980 | 13 | < 0.1% |
| 10972 | 1 | < 0.1% |
| 10868 | 7 | < 0.1% |
| 10867 | 5 | < 0.1% |
| 10866 | 9 | < 0.1% |
| 10861 | 1 | < 0.1% |
| 10751 | 5 | < 0.1% |
| 10750 | 41 |
tot_curr_cell
Real number (ℝ)
ZEROS
| Distinct | 14096 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.810105 |
| Minimum | -27.465555 |
|---|---|
| Maximum | 260.84871 |
| Zeros | 7644 |
| Zeros (%) | 27.4% |
| Negative | 340 |
| Negative (%) | 1.2% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | -27.465555 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8.1732522 |
| Q3 | 36.502628 |
| 95-th percentile | 102.02043 |
| Maximum | 260.84871 |
| Range | 288.31426 |
| Interquartile range (IQR) | 36.502628 |
Descriptive statistics
| Standard deviation | 38.360308 |
|---|---|
| Coefficient of variation (CV) | 1.4862515 |
| Kurtosis | 5.4624426 |
| Mean | 25.810105 |
| Median Absolute Deviation (MAD) | 8.1732522 |
| Skewness | 2.1709879 |
| Sum | 721031.1 |
| Variance | 1471.5132 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7644 | 27.4% |
| 17.63027655 | 49 | 0.2% |
| 0.6310487268 | 48 | 0.2% |
| 0.524701012 | 39 | 0.1% |
| 155.283342 | 39 | 0.1% |
| 42.84964523 | 36 | 0.1% |
| 0.706899724 | 35 | 0.1% |
| 8.426242531 | 33 | 0.1% |
| 0.5684912291 | 31 | 0.1% |
| 0.6396504453 | 30 | 0.1% |
| Other values (14086) | 19952 |
| Value | Count | Frequency (%) |
| -27.46555523 | 1 | |
| -25.49027461 | 1 | |
| -14.97397379 | 1 | |
| -13.61678943 | 1 | |
| -12.16422492 | 1 | |
| -12.02622862 | 1 | |
| -11.21786695 | 1 | |
| -9.196839843 | 1 | |
| -8.859649123 | 2 | |
| -8.509334483 | 1 |
| Value | Count | Frequency (%) |
| 260.848707 | 1 | |
| 258.4916881 | 1 | |
| 255.920695 | 1 | |
| 254.7425565 | 1 | |
| 253.6655209 | 1 | |
| 249.8804823 | 1 | |
| 249.5278526 | 2 | |
| 248.4573409 | 1 | |
| 248.2185162 | 1 | |
| 246.4564832 | 2 |
NR_SITES
Real number (ℝ)
ZEROS
| Distinct | 255 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286.55462 |
| Minimum | 0 |
|---|---|
| Maximum | 1288 |
| Zeros | 7511 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 180 |
| Q3 | 500 |
| 95-th percentile | 995 |
| Maximum | 1288 |
| Range | 1288 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 330.92221 |
|---|---|
| Coefficient of variation (CV) | 1.1548312 |
| Kurtosis | 0.87652765 |
| Mean | 286.55462 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 1.1928872 |
| Sum | 8005190 |
| Variance | 109509.51 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7511 | |
| 684 | 1473 | 5.3% |
| 500 | 1136 | 4.1% |
| 213 | 845 | 3.0% |
| 1198 | 806 | 2.9% |
| 34 | 774 | 2.8% |
| 520 | 633 | 2.3% |
| 411 | 619 | 2.2% |
| 289 | 577 | 2.1% |
| 995 | 576 | 2.1% |
| Other values (245) | 12986 |
| Value | Count | Frequency (%) |
| 0 | 7511 | |
| 1 | 392 | 1.4% |
| 2 | 280 | 1.0% |
| 3 | 106 | 0.4% |
| 4 | 109 | 0.4% |
| 5 | 30 | 0.1% |
| 6 | 66 | 0.2% |
| 7 | 138 | 0.5% |
| 8 | 22 | 0.1% |
| 9 | 148 | 0.5% |
| Value | Count | Frequency (%) |
| 1288 | 441 | 1.6% |
| 1198 | 806 | |
| 995 | 576 | 2.1% |
| 766 | 120 | 0.4% |
| 706 | 17 | 0.1% |
| 693 | 184 | 0.7% |
| 691 | 38 | 0.1% |
| 685 | 66 | 0.2% |
| 684 | 1473 | |
| 670 | 1 | < 0.1% |
curr_site
Real number (ℝ)
ZEROS
| Distinct | 13884 |
|---|---|
| Distinct (%) | 49.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.072070036 |
| Minimum | -0.14649583 |
|---|---|
| Maximum | 5.7850001 |
| Zeros | 7644 |
| Zeros (%) | 27.4% |
| Negative | 340 |
| Negative (%) | 1.2% |
| Memory size | 218.4 KiB |
Quantile statistics
| Minimum | -0.14649583 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.044287681 |
| Q3 | 0.092864404 |
| 95-th percentile | 0.18669489 |
| Maximum | 5.7850001 |
| Range | 5.9314959 |
| Interquartile range (IQR) | 0.092864404 |
Descriptive statistics
| Standard deviation | 0.16248512 |
|---|---|
| Coefficient of variation (CV) | 2.2545447 |
| Kurtosis | 240.35645 |
| Mean | 0.072070036 |
| Median Absolute Deviation (MAD) | 0.044287681 |
| Skewness | 11.817625 |
| Sum | 2013.3485 |
| Variance | 0.026401414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7644 | 27.4% |
| 0.06186061948 | 49 | 0.2% |
| 0.01856025667 | 48 | 0.2% |
| 0.1296188163 | 39 | 0.1% |
| 0.0154323827 | 39 | 0.1% |
| 0.07106077152 | 36 | 0.1% |
| 0.02079116835 | 35 | 0.1% |
| 0.02846703558 | 33 | 0.1% |
| 0.01672033027 | 31 | 0.1% |
| 0.01881324839 | 30 | 0.1% |
| Other values (13874) | 19952 |
| Value | Count | Frequency (%) |
| -0.1464958311 | 1 | < 0.1% |
| -0.1098622209 | 1 | < 0.1% |
| -0.08239244143 | 1 | < 0.1% |
| -0.08031702113 | 1 | < 0.1% |
| -0.06948080653 | 1 | < 0.1% |
| -0.06262660365 | 3 | |
| -0.05989589516 | 1 | < 0.1% |
| -0.05985820527 | 1 | < 0.1% |
| -0.05757933964 | 1 | < 0.1% |
| -0.05673531533 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.7850001 | 1 | |
| 5.449166867 | 1 | |
| 4.980833433 | 1 | |
| 4.946666467 | 1 | |
| 4.007499933 | 1 | |
| 3.7100001 | 1 | |
| 3.338504157 | 1 | |
| 2.876666767 | 1 | |
| 2.683720977 | 1 | |
| 2.446283703 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| date | time | timestamp_x | user | municipality.name | language | hour_blocks | geometry | station | elevation | timestamp_y | minTemperature | maxTemperature | precipitation | minWind | maxWind | geometry_y | temperature | wind | cellId | tot_curr_cell | NR_SITES | curr_site | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2013-11-01 | 00:04 | 1383260656 | 5fd4f31f75 | Trento | it | 00:00 | POINT (11.13 46.07) | T0129 | 312 | 1383260400 | 11.7 | 16.0 | 0.0 | 0.2 | 2.0 | POINT (11.13565308 46.07185136) | 13.2 | 1@47 | 5201 | 90.971940 | 1288.0 | 0.070630 |
| 1 | 2013-11-01 | 00:01 | 1383260474 | 68c0e98182 | Pinzolo | tl | 00:00 | POINT (10.83 46.23) | T0071 | 905 | 1383260400 | 4.5 | 12.3 | 0.0 | 0.0 | 2.5 | POINT (10.79582897 46.31340453) | 8.4 | 0.1@205 | 7167 | 1.784586 | 24.0 | 0.074358 |
| 2 | 2013-11-01 | 00:43 | 1383262983 | abe21fc052 | Cavalese | en | 00:40 | POINT (11.46 46.29) | T0367 | 958 | 1383260400 | 7.0 | 13.0 | 0.0 | 0.0 | 1.8 | POINT (11.45171306 46.28478205) | 8.8 | NaN | 8151 | 0.000000 | 0.0 | 0.000000 |
| 3 | 2013-11-01 | 00:38 | 1383262717 | 94d1efbbfd | Rovereto | it | 00:30 | POINT (11.04 45.89) | T0147 | 203 | 1383260400 | 11.0 | 18.4 | 0.0 | 0.2 | 1.9 | POINT (11.04378514 45.89643672) | 13.2 | 0.6@7 | 2855 | 47.591226 | 995.0 | 0.047830 |
| 4 | 2013-11-01 | 00:45 | 1383263140 | d261d03075 | San Michele all'Adige | ru | 00:40 | POINT (11.12 46.2) | T0408 | 204 | 1383260400 | 9.6 | 16.9 | 0.0 | NaN | NaN | POINT (11.10461227 46.18722699) | 11.6 | NaN | 6838 | 0.100372 | 4.0 | 0.025093 |
| 5 | 2013-11-01 | 00:45 | 1383263117 | 46c436c9f1 | Trento | es | 00:40 | POINT (11.13 46.06) | T0129 | 312 | 1383260400 | 11.7 | 16.0 | 0.0 | 0.2 | 2.0 | POINT (11.13565308 46.07185136) | 12.8 | 0.7@72 | 5084 | 83.960219 | 1198.0 | 0.070084 |
| 6 | 2013-11-05 | 00:52 | 1383609129 | cd79302fa7 | Rovereto | und | 00:50 | POINT (11.03 45.89) | T0147 | 203 | 1383606000 | 7.7 | 16.4 | 0.0 | 0.1 | 2.8 | POINT (11.04378514 45.89643672) | 9.0 | 1.1@13 | 2854 | 34.892401 | 520.0 | 0.067101 |
| 7 | 2013-11-01 | 01:25 | 1383265510 | 5fd4f31f75 | Trento | it | 01:20 | POINT (11.13 46.07) | T0129 | 312 | 1383260400 | 11.7 | 16.0 | 0.0 | 0.2 | 2.0 | POINT (11.13565308 46.07185136) | 12.2 | 0.3@68 | 5201 | 81.934592 | 1288.0 | 0.063614 |
| 8 | 2013-11-01 | 01:38 | 1383266320 | 5fd4f31f75 | Trento | pt | 01:30 | POINT (11.13 46.07) | T0129 | 312 | 1383260400 | 11.7 | 16.0 | 0.0 | 0.2 | 2.0 | POINT (11.13565308 46.07185136) | 12.4 | 1@48 | 5201 | 80.467750 | 1288.0 | 0.062475 |
| 9 | 2013-11-01 | 01:28 | 1383265717 | 4294c6de56 | Pinzolo | en | 01:20 | POINT (10.82 46.23) | T0071 | 905 | 1383260400 | 4.5 | 12.3 | 0.0 | 0.0 | 2.5 | POINT (10.79582897 46.31340453) | 8.2 | NaN | 7166 | 20.597521 | 272.0 | 0.075726 |
| date | time | timestamp_x | user | municipality.name | language | hour_blocks | geometry | station | elevation | timestamp_y | minTemperature | maxTemperature | precipitation | minWind | maxWind | geometry_y | temperature | wind | cellId | tot_curr_cell | NR_SITES | curr_site | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27926 | 2013-12-28 | 23:03 | 1388268180 | 6b25bf7143 | Carano | it | 23:00 | POINT (11.43 46.29) | T0367 | 958 | 1388185200 | -2.2 | 4.5 | 0.0 | 0.0 | 1.5 | POINT (11.45171306 46.28478205) | 0.8 | 0@96 | 8149 | 25.144990 | 466.0 | 0.053959 |
| 27927 | 2013-12-29 | 19:45 | 1388342720 | 99f8df359c | Pinzolo | und | 19:40 | POINT (10.82 46.23) | T0071 | 905 | 1388271600 | -1.6 | 2.5 | 0.0 | 0.0 | 1.3 | POINT (10.79582897 46.31340453) | 0.6 | NaN | 7166 | 64.261435 | 272.0 | 0.236255 |
| 27928 | 2013-12-22 | 14:23 | 1387718619 | 6a9b803f81 | Livo | it | 14:20 | POINT (11.01 46.4) | T0397 | 655 | 1387666800 | 3.2 | 6.5 | 0.0 | NaN | NaN | POINT (11.0399028 46.36116748) | 6.0 | NaN | 9403 | 0.478916 | 49.0 | 0.009774 |
| 27929 | 2013-12-19 | 23:21 | 1387491718 | 2f3ea1c3a4 | Trento | en | 23:20 | POINT (11.15 46.06) | T0129 | 312 | 1387407600 | -1.4 | 1.6 | 0.2 | 0.3 | 2.5 | POINT (11.13565308 46.07185136) | 0.2 | 1.2@308 | 5086 | 15.923988 | 396.0 | 0.040212 |
| 27930 | 2013-12-29 | 16:44 | 1388331867 | fcc75ded96 | Trento | it | 16:40 | POINT (11.12 46.06) | T0129 | 312 | 1388271600 | 3.2 | 5.9 | 0.0 | 0.2 | 2.4 | POINT (11.13565308 46.07185136) | 5.9 | 0.8@50 | 5083 | 28.773956 | 500.0 | 0.057548 |
| 27931 | 2013-12-31 | 00:25 | 1388445948 | 826558e00e | Vigo di Fassa | it | 00:20 | POINT (11.68 46.42) | T0096 | 1205 | 1388444400 | -10.0 | 0.3 | 0.0 | NaN | NaN | POINT (11.6645808 46.38363633) | -7.8 | NaN | 9922 | 0.000000 | 0.0 | 0.000000 |
| 27932 | 2013-12-29 | 13:12 | 1388319166 | 06e9b1cdff | Predazzo | it | 13:10 | POINT (11.6 46.31) | T0389 | 1000 | 1388271600 | 0.4 | 3.7 | 0.0 | NaN | NaN | POINT (11.59824667 46.29784352) | 3.4 | NaN | 8513 | 0.000000 | 0.0 | 0.000000 |
| 27933 | 2013-11-19 | 00:51 | 1384818699 | e61ce711d3 | Sant'Orsola Terme | it | 00:50 | POINT (11.3 46.11) | T0139 | 925 | 1384815600 | 4.3 | 6.1 | 0.0 | NaN | NaN | POINT (11.30223033 46.10709297) | 4.8 | NaN | 5799 | 0.000000 | 0.0 | 0.000000 |
| 27934 | 2013-11-23 | 09:49 | 1385196576 | e61ce711d3 | Sant'Orsola Terme | it | 09:40 | POINT (11.3 46.11) | T0139 | 925 | 1385161200 | -1.6 | 2.6 | 0.0 | NaN | NaN | POINT (11.30223033 46.10709297) | 0.8 | NaN | 5799 | 0.000000 | 0.0 | 0.000000 |
| 27935 | 2013-12-31 | 16:31 | 1388503893 | e61ce711d3 | Palù del Fersina | it | 16:30 | POINT (11.35 46.13) | T0139 | 925 | 1388444400 | -4.0 | 4.2 | 0.0 | NaN | NaN | POINT (11.30223033 46.10709297) | -0.3 | NaN | 6037 | 0.030289 | 2.0 | 0.015145 |
Most frequently occurring
| date | time | timestamp_x | user | municipality.name | language | hour_blocks | geometry | station | elevation | timestamp_y | minTemperature | maxTemperature | precipitation | minWind | maxWind | geometry_y | temperature | wind | cellId | tot_curr_cell | NR_SITES | curr_site | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2013-12-30 | 07:09 | 1388383749 | e61ce711d3 | Sant'Orsola Terme | it | 07:00 | POINT (11.3 46.11) | T0139 | 925 | 1388358000 | -1.8 | 5.7 | 0.0 | NaN | NaN | POINT (11.30223033 46.10709297) | -0.9 | NaN | 5799 | 0.0 | 0.0 | 0.0 | 2 |